Identifying Similar Players Using Deep Learning to Enhance Scouting and Recruitment Decisions

The Adaptive Football Player Selector is a personalized recommendation system designed to optimize player selection by offering tailored suggestions. Leveraging intelligent algorithms, the system analyzes user preferences, playing styles, and selected players to generate dynamic recommendations that align with strategic needs. By evaluating player attributes and roles, it identifies optimal choices across positions, ensuring each suggestion complements the user's team composition and tactics.

Authors

Publication Details

Published
2025-04-16
DOI
https://doi.org/10.1109/iccct63501.2025.11018923
Primary Topic
Sports Analytics and Performance
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Identifying Similar Players Using Deep Learning to Enhance Scouting and Recruitment Decisions

Ganesh, Sneha M. Yadav, Smita Das, Harshal Rajendra Ahire
Sports Analytics and Performance
article

Identifying Similar Players Using Deep Learning to Enhance Scouting and Recruitment Decisions

Ganesh, Sneha M. Yadav, Smita Das, Harshal Rajendra Ahire
article en

Abstract

The Adaptive Football Player Selector is a personalized recommendation system designed to optimize player selection by offering tailored suggestions. Leveraging intelligent algorithms, the system analyzes user preferences, playing styles, and selected players to generate dynamic recommendations that align with strategic needs. By evaluating player attributes and roles, it identifies optimal choices across positions, ensuring each suggestion complements the user's team composition and tactics.

Reduced inequalities
Openalex Percentile: Top 81%
Sports Analytics and Performance
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Identifying Similar Players Using Deep Learning to Enhance Scouting and Recruitment Decisions — Ganesh, Sneha M. Yadav, et al. · (2025) | TGRS Research Map | TGRS